| What it does | Validate and monitor AI and LLM models for accuracy, robustness, and governance
| AI writes your code. Canary tests it.
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| Stage | Not given
| MVP
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| Founded | Not given
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| Based in | IL
| US
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| Pricing model | Not given
| Contact for pricing
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| Pricing | Not given
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| Key features | - Real-time monitoring and alerts for model mistakes
- Comprehensive validation metrics for stability and accuracy
- Model explainability at global and local levels
- Detection of anomalies and model vulnerabilities
- Bias and fairness analysis
- Governance tools for regulatory compliance
- Automated real-time reporting for stakeholders
- Actionable mitigation steps and risk reduction
- Production monitoring to prevent performance deterioration
- Real-time prediction explanation with error and certainty metrics
| - Automatic test generation from code diffs
- Sandbox app testing with real browsers and APIs
- Reproduced failures with root causes
- Automatic regression test creation
- GitHub PR integration with inline comments
- Testing at every development step
- Support for multiple coding agents
- Slack and Linear integration
- Comprehensive test reports with evidence
- CLI for local testing before commits
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| What makes it different | - Outperforms international explainability benchmarks like SHAP and LIME
- Unique ability to dive into local samples in real time
- Patent-pending proprietary methodology
- Comprehensive solution covering development and deployment
- 82% faster time to production
| - Catches bugs in AI-generated code automatically before they reach production
- Tests code in real browsers and APIs, not just unit tests
- Automatically converts findings into lasting regression tests
- Works directly inside coding agents with one-line integration
- Provides proof with replays and root causes for every failure
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 25 ● no change since last check | 18 ● no change since last check |
| Trust Flow (Majestic) | 6 | 5 |
| Citation Flow (Majestic) | 16 | 32 |
| Referring domains (Majestic) | 77 | 150 |